tensorflow

Repositories

• hub

  A library for transfer learning by reusing parts of TensorFlow models.

  python machine-learning tensorflow ml embeddings image-classification transfer-learning
  Python Apache-2.0 1,302 2,430 48 8 Updated Jun 28, 2020

• tensorflow

  An Open Source Machine Learning Framework for Everyone

  python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml
  C++ Apache-2.0 81,812 145,908 3,482 (5 issues need help) 200 Updated Jun 28, 2020

• tfjs

  A WebGL accelerated JavaScript library for training and deploying ML models.

  javascript webgl machine-learning typescript deep-learning neural-network wasm
  TypeScript Apache-2.0 1,221 13,482 375 (8 issues need help) 60 Updated Jun 28, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 41 374 7 1 Updated Jun 28, 2020

• tfx

  TFX is an end-to-end platform for deploying production ML pipelines

  machine-learning tensorflow apache-beam
  Python Apache-2.0 314 1,058 98 227 Updated Jun 28, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 52 107 23 23 Updated Jun 28, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 316 2,024 66 (1 issue needs help) 0 Updated Jun 28, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 131 690 66 (11 issues need help) 5 Updated Jun 28, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,241 4,715 466 55 Updated Jun 28, 2020

• datasets

  TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

  data machine-learning tensorflow datasets
  Python Apache-2.0 679 2,155 198 (3 issues need help) 143 Updated Jun 27, 2020

• workshops

  A few exercises for use at events.
  Jupyter Notebook Apache-2.0 690 1,429 8 13 Updated Jun 28, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,355 64,643 819 (3 issues need help) 100 Updated Jun 27, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 110 332 100 (2 issues need help) 7 Updated Jun 27, 2020

• rust

  Rust language bindings for TensorFlow

  rust machine-learning tensorflow
  Rust Apache-2.0 209 2,527 27 (1 issue needs help) 3 Updated Jun 27, 2020

• tensor2tensor

  Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

  machine-learning reinforcement-learning deep-learning machine-translation tpu
  Python Apache-2.0 2,595 10,151 514 0 Updated Jun 27, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 1,930 6,453 0 45 Updated Jun 27, 2020

• model-optimization

  A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

  machine-learning sparsity compression deep-learning tensorflow optimization keras
  Python Apache-2.0 176 831 32 15 Updated Jun 26, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 521 5,543 32 (1 issue needs help) 1 Updated Jun 26, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,665 3,523 1 26 Updated Jun 27, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 66 600 20 (1 issue needs help) 18 Updated Jun 27, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 355 1,447 90 6 Updated Jun 27, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 275 1,127 20 3 Updated Jun 26, 2020

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 104 292 4 0 Updated Jun 27, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 197 117 11 59 Updated Jun 27, 2020

• estimator

  TensorFlow Estimator
  Python Apache-2.0 131 177 7 5 Updated Jun 27, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 13 78 10 3 Updated Jun 27, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 29 119 0 6 Updated Jun 26, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 312 739 15 16 Updated Jun 27, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 770 2,946 307 (1 issue needs help) 34 Updated Jun 26, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 112 667 2 1 Updated Jun 27, 2020